Verdict
Cooks, Restaurant and Food Servers, Nonrestaurant are effectively tied on AI exposure (28 vs 28). Choose on pay, interest and entry cost — not on automation risk.
Food Service
28 /100
Restaurant cooking is skilled craft work; AI can automate ordering and records but not the heat, timing, and technique.
Full risk profile →Food Service
28 /100
Delivering meals to patients and hotel guests requires dietary oversight and human sensitivity AI can't replicate.
Full risk profile →| Metric | Cooks, Restaurant | Food Servers, Nonrestaurant |
|---|---|---|
| AI Fear Score | 28/100 | 28/100 |
| Risk band | Resilient | Resilient |
| Automation probability | 28% | 28% |
| LLM task exposure | 28% | 28% |
| Median pay (BLS) | $36,830 | $34,460 |
| US workers | 1,452,130 | 271,780 |
| Timeline | AI-powered ordering and cost-analysis tools are becoming standard in restaurant management; by 2028, skilled cooks will focus more on creative execution as routine logistics become automated. | Delivery robots are being trialed in some hospitals; by 2030, tray transport may be partially automated, but oversight of dietary compliance and interaction with patients and residents stays human. |
For long-tail occupations the two research anchors share a single AI-reviewed exposure estimate — see the methodology.
The usual pivots that reuse your experience while cutting exposure: Dietary Aide Supervisor, Healthcare Food Service Coordinator, Nutrition Support Technician. See the full plan →
They're effectively tied: Cooks, Restaurant scores 28/100 and Food Servers, Nonrestaurant scores 28/100 on our AI exposure scale.
Cooks, Restaurant pays more at the median: $36,830 vs $34,460 (BLS May 2024).
Scores are estimates, not predictions — two research anchors applied to task mixes, with BLS May-2024 wages and employment. Not career advice.